{"id":"W4318816636","doi":"10.3389/fpsyg.2023.1026638","title":"Older adults’ refusal speech act in cognitive assessment: A multimodal pragmatic perspective","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Social Science Fund of China","keywords":"Psychology; Perspective (graphical); Speech act; Cognition; Cognitive psychology; Indirect speech; Linguistics; Artificial intelligence; Neuroscience; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121492,0.0004155401,0.0001983891,0.001363565,0.0005976033,0.001366462,0.0002945954,0.0005533409,0.0008933847],"category_scores_gemma":[0.004132934,0.0001261766,0.0002376163,0.0004429372,0.001376714,0.0009719839,0.001267971,0.0003274429,0.00009867809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006958953,"about_ca_system_score_gemma":0.0005125937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00487524,"about_ca_topic_score_gemma":0.008305416,"domain_scores_codex":[0.9993011,0.0003339496,0.00005038649,0.00007430092,0.0001593089,0.00008104865],"domain_scores_gemma":[0.9990169,0.0003893348,0.0002620007,0.00004451118,0.0002021307,0.00008516145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005202424,0.0001828797,0.2999998,0.0007881057,0.0001273511,0.00434166,0.4943842,0.0005066743,0.04705922,0.006360025,0.0009480196,0.1447819],"study_design_scores_gemma":[0.00002195835,0.0003603818,0.7723644,0.0002369991,0.0001526626,0.003380207,0.2021511,0.002183591,0.004927679,0.003763309,0.01033932,0.0001182854],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887671,0.0009584755,0.003102329,0.0003069647,0.00001165176,0.0000307031,0.00005787449,0.00001575513,0.006749148],"genre_scores_gemma":[0.9982787,0.0002002215,0.001004341,0.00004111303,0.000007716744,0.00001295305,0.00002459491,0.000002586391,0.0004276698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00487524,"threshold_uncertainty_score":0.009693742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098356310691284,"score_gpt":0.3791742306493806,"score_spread":0.3481906675424677,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}